Overview
Brought to you by YData
Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 17704768 |
| Missing cells | 39598175 |
| Missing cells (%) | 18.6% |
| Duplicate rows | 39894 |
| Duplicate rows (%) | 0.2% |
| Total size in memory | 1.7 GiB |
| Average record size in memory | 104.0 B |
Variable types
| Numeric | 8 |
|---|---|
| DateTime | 1 |
| Categorical | 2 |
| Text | 1 |
| Dataset has 39894 (0.2%) duplicate rows | Duplicates |
ECGHR is highly overall correlated with SPO2HR | High correlation |
NIBP_lower is highly overall correlated with NIBP_mean and 1 other fields | High correlation |
NIBP_mean is highly overall correlated with NIBP_lower and 1 other fields | High correlation |
NIBP_upper is highly overall correlated with NIBP_lower and 1 other fields | High correlation |
SPO2HR is highly overall correlated with ECGHR | High correlation |
location is highly overall correlated with monitor_id | High correlation |
monitor_id is highly overall correlated with location | High correlation |
ECGHR has 2290539 (12.9%) missing values | Missing |
ECGRR has 2010733 (11.4%) missing values | Missing |
SPO2HR has 6346490 (35.8%) missing values | Missing |
SPO2 has 6253817 (35.3%) missing values | Missing |
PI has 6614915 (37.4%) missing values | Missing |
NIBP_lower has 4736804 (26.8%) missing values | Missing |
NIBP_upper has 4766643 (26.9%) missing values | Missing |
NIBP_mean has 4728537 (26.7%) missing values | Missing |
datetime has 937436 (5.3%) missing values | Missing |
patient_id has 912261 (5.2%) missing values | Missing |
SPO2 is highly skewed (γ1 = -37.63812702) | Skewed |
NIBP_lower is highly skewed (γ1 = -23.48518115) | Skewed |
NIBP_mean is highly skewed (γ1 = -21.5716216) | Skewed |
Reproduction
| Analysis started | 2024-11-02 15:13:32.926682 |
|---|---|
| Analysis finished | 2024-11-02 15:27:19.345861 |
| Duration | 13 minutes and 46.42 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
ECGHR
Real number (ℝ)
High correlation  Missing 
| Distinct | 347 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2290539 |
| Missing (%) | 12.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 136.03064 |
| Minimum | -999 |
|---|---|
| Maximum | 357 |
| Zeros | 31 |
| Zeros (%) | < 0.1% |
| Negative | 233 |
| Negative (%) | < 0.1% |
| Memory size | 270.2 MiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | 97 |
| Q1 | 120 |
| median | 135 |
| Q3 | 151 |
| 95-th percentile | 177 |
| Maximum | 357 |
| Range | 1356 |
| Interquartile range (IQR) | 31 |
Descriptive statistics
| Standard deviation | 25.886748 |
|---|---|
| Coefficient of variation (CV) | 0.19030086 |
| Kurtosis | 58.221672 |
| Mean | 136.03064 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.90921981 |
| Sum | 2.0968074 × 109 |
| Variance | 670.12372 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 133 | 286437 | 1.6% |
| 131 | 277478 | 1.6% |
| 142 | 276789 | 1.6% |
| 126 | 275693 | 1.6% |
| 140 | 275575 | 1.6% |
| 138 | 275038 | 1.6% |
| 139 | 274175 | 1.5% |
| 130 | 272722 | 1.5% |
| 137 | 271423 | 1.5% |
| 129 | 267484 | 1.5% |
| Other values (337) | 12661415 | |
| (Missing) | 2290539 | 12.9% |
| Value | Count | Frequency (%) |
| -999 | 233 | < 0.1% |
| 0 | 31 | < 0.1% |
| 13 | 69 | < 0.1% |
| 14 | 77 | < 0.1% |
| 15 | 1842 | |
| 16 | 509 | < 0.1% |
| 17 | 937 | |
| 18 | 389 | < 0.1% |
| 19 | 962 | |
| 20 | 482 | < 0.1% |
| Value | Count | Frequency (%) |
| 357 | 2 | < 0.1% |
| 356 | 2 | < 0.1% |
| 355 | 3 | < 0.1% |
| 354 | 2 | < 0.1% |
| 353 | 3 | < 0.1% |
| 352 | 4 | < 0.1% |
| 351 | 4 | < 0.1% |
| 350 | 13 | |
| 349 | 2 | < 0.1% |
| 348 | 1 | < 0.1% |
ECGRR
Real number (ℝ)
Missing 
| Distinct | 201 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2010733 |
| Missing (%) | 11.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.795339 |
| Minimum | -999 |
|---|---|
| Maximum | 200 |
| Zeros | 116604 |
| Zeros (%) | 0.7% |
| Negative | 96 |
| Negative (%) | < 0.1% |
| Memory size | 270.2 MiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 31 |
| median | 39 |
| Q3 | 49 |
| 95-th percentile | 68 |
| Maximum | 200 |
| Range | 1199 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 14.763162 |
|---|---|
| Coefficient of variation (CV) | 0.36188355 |
| Kurtosis | 152.60339 |
| Mean | 40.795339 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -1.335996 |
| Sum | 6.4024347 × 108 |
| Variance | 217.95095 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34 | 499595 | 2.8% |
| 33 | 499167 | 2.8% |
| 35 | 497812 | 2.8% |
| 37 | 488002 | 2.8% |
| 32 | 485866 | 2.7% |
| 36 | 484739 | 2.7% |
| 38 | 483823 | 2.7% |
| 39 | 474982 | 2.7% |
| 40 | 464046 | 2.6% |
| 31 | 462501 | 2.6% |
| Other values (191) | 10853502 | |
| (Missing) | 2010733 | 11.4% |
| Value | Count | Frequency (%) |
| -999 | 96 | < 0.1% |
| 0 | 116604 | |
| 2 | 403 | < 0.1% |
| 3 | 509 | < 0.1% |
| 4 | 1529 | < 0.1% |
| 5 | 3053 | < 0.1% |
| 6 | 2619 | < 0.1% |
| 7 | 2684 | < 0.1% |
| 8 | 3877 | < 0.1% |
| 9 | 4987 | < 0.1% |
| Value | Count | Frequency (%) |
| 200 | 374 | |
| 199 | 4 | < 0.1% |
| 198 | 7 | < 0.1% |
| 197 | 1 | < 0.1% |
| 196 | 11 | < 0.1% |
| 195 | 10 | < 0.1% |
| 194 | 47 | < 0.1% |
| 193 | 8 | < 0.1% |
| 192 | 9 | < 0.1% |
| 191 | 6 | < 0.1% |
SPO2HR
Real number (ℝ)
High correlation  Missing 
| Distinct | 287 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6346490 |
| Missing (%) | 35.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 129.91543 |
| Minimum | -999 |
|---|---|
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3701 |
| Negative (%) | < 0.1% |
| Memory size | 270.2 MiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | 92 |
| Q1 | 116 |
| median | 131 |
| Q3 | 145 |
| 95-th percentile | 168 |
| Maximum | 300 |
| Range | 1299 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 31.183333 |
|---|---|
| Coefficient of variation (CV) | 0.24002794 |
| Kurtosis | 558.18151 |
| Mean | 129.91543 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -15.590981 |
| Sum | 1.4756156 × 109 |
| Variance | 972.40025 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 135 | 221046 | 1.2% |
| 128 | 217411 | 1.2% |
| 130 | 216650 | 1.2% |
| 129 | 214960 | 1.2% |
| 127 | 214436 | 1.2% |
| 126 | 209768 | 1.2% |
| 132 | 209526 | 1.2% |
| 122 | 208236 | 1.2% |
| 136 | 207661 | 1.2% |
| 123 | 206993 | 1.2% |
| Other values (277) | 9231591 | |
| (Missing) | 6346490 |
| Value | Count | Frequency (%) |
| -999 | 3701 | |
| 10 | 2 | < 0.1% |
| 15 | 6 | < 0.1% |
| 16 | 109 | < 0.1% |
| 17 | 380 | < 0.1% |
| 18 | 412 | < 0.1% |
| 19 | 365 | < 0.1% |
| 20 | 441 | < 0.1% |
| 21 | 494 | < 0.1% |
| 22 | 528 | < 0.1% |
| Value | Count | Frequency (%) |
| 300 | 69 | |
| 299 | 19 | < 0.1% |
| 298 | 9 | < 0.1% |
| 297 | 10 | < 0.1% |
| 296 | 6 | < 0.1% |
| 295 | 11 | < 0.1% |
| 294 | 9 | < 0.1% |
| 293 | 26 | < 0.1% |
| 292 | 14 | < 0.1% |
| 291 | 23 | < 0.1% |
SPO2
Real number (ℝ)
Missing  Skewed 
| Distinct | 102 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6253817 |
| Missing (%) | 35.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.700092 |
| Minimum | -999 |
|---|---|
| Maximum | 100 |
| Zeros | 47524 |
| Zeros (%) | 0.3% |
| Negative | 3648 |
| Negative (%) | < 0.1% |
| Memory size | 270.2 MiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | 78 |
| Q1 | 92 |
| median | 96 |
| Q3 | 98 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 1099 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 22.363546 |
|---|---|
| Coefficient of variation (CV) | 0.24124621 |
| Kurtosis | 1808.1425 |
| Mean | 92.700092 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -37.638127 |
| Sum | 1.0615042 × 109 |
| Variance | 500.12819 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99 | 1524471 | 8.6% |
| 98 | 1273409 | 7.2% |
| 100 | 1246011 | 7.0% |
| 97 | 1128314 | 6.4% |
| 96 | 981395 | 5.5% |
| 95 | 836675 | 4.7% |
| 94 | 672799 | 3.8% |
| 93 | 576270 | 3.3% |
| 92 | 467984 | 2.6% |
| 91 | 416756 | 2.4% |
| Other values (92) | 2326867 | 13.1% |
| (Missing) | 6253817 |
| Value | Count | Frequency (%) |
| -999 | 3648 | < 0.1% |
| 0 | 47524 | |
| 1 | 591 | < 0.1% |
| 2 | 240 | < 0.1% |
| 3 | 1257 | < 0.1% |
| 4 | 1305 | < 0.1% |
| 5 | 1102 | < 0.1% |
| 6 | 1085 | < 0.1% |
| 7 | 1282 | < 0.1% |
| 8 | 732 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 1246011 | |
| 99 | 1524471 | |
| 98 | 1273409 | |
| 97 | 1128314 | |
| 96 | 981395 | |
| 95 | 836675 | |
| 94 | 672799 | |
| 93 | 576270 | 3.3% |
| 92 | 467984 | 2.6% |
| 91 | 416756 | 2.4% |
PI
Real number (ℝ)
Missing 
| Distinct | 3709 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6614915 |
| Missing (%) | 37.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0218485 |
| Minimum | -9.99 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3334 |
| Negative (%) | < 0.1% |
| Memory size | 270.2 MiB |
Quantile statistics
| Minimum | -9.99 |
|---|---|
| 5-th percentile | 0.25 |
| Q1 | 0.9501953 |
| median | 1.9003906 |
| Q3 | 3.5390625 |
| 95-th percentile | 9.2734375 |
| Maximum | 20 |
| Range | 29.99 |
| Interquartile range (IQR) | 2.5888672 |
Descriptive statistics
| Standard deviation | 3.7726961 |
|---|---|
| Coefficient of variation (CV) | 1.2484729 |
| Kurtosis | 10.523714 |
| Mean | 3.0218485 |
| Median Absolute Deviation (MAD) | 1.1503906 |
| Skewness | 3.0715947 |
| Sum | 33511856 |
| Variance | 14.233236 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 315674 | 1.8% |
| 0.049987793 | 33838 | 0.2% |
| 0.5800781 | 33549 | 0.2% |
| 0.05999756 | 33429 | 0.2% |
| 0.6699219 | 33347 | 0.2% |
| 0.75 | 33302 | 0.2% |
| 0.6201172 | 33183 | 0.2% |
| 0.5600586 | 33140 | 0.2% |
| 0.60009766 | 33139 | 0.2% |
| 0.64990234 | 33128 | 0.2% |
| Other values (3699) | 10474124 | |
| (Missing) | 6614915 |
| Value | Count | Frequency (%) |
| -9.99 | 3334 | < 0.1% |
| 0.010002136 | 19 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.020004272 | 72 | < 0.1% |
| 0.02999878 | 2990 | < 0.1% |
| 0.03 | 80 | < 0.1% |
| 0.04 | 763 | < 0.1% |
| 0.040008545 | 23635 | |
| 0.049987793 | 33838 | |
| 0.05 | 983 | < 0.1% |
| Value | Count | Frequency (%) |
| 20 | 315674 | |
| 19.99 | 3 | < 0.1% |
| 19.984375 | 145 | < 0.1% |
| 19.98 | 1 | < 0.1% |
| 19.97 | 4 | < 0.1% |
| 19.96875 | 71 | < 0.1% |
| 19.96 | 1 | < 0.1% |
| 19.953125 | 159 | < 0.1% |
| 19.95 | 1 | < 0.1% |
| 19.94 | 3 | < 0.1% |
NIBP_lower
Real number (ℝ)
High correlation  Missing  Skewed 
| Distinct | 166 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4736804 |
| Missing (%) | 26.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.837779 |
| Minimum | -999 |
|---|---|
| Maximum | 177 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8408 |
| Negative (%) | < 0.1% |
| Memory size | 270.2 MiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | 39 |
| Q1 | 51 |
| median | 60 |
| Q3 | 70 |
| 95-th percentile | 91 |
| Maximum | 177 |
| Range | 1176 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 31.937795 |
|---|---|
| Coefficient of variation (CV) | 0.52496648 |
| Kurtosis | 783.85212 |
| Mean | 60.837779 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -23.485181 |
| Sum | 7.8894213 × 108 |
| Variance | 1020.0227 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 480200 | 2.7% |
| 63 | 404660 | 2.3% |
| 61 | 390312 | 2.2% |
| 58 | 384555 | 2.2% |
| 57 | 382199 | 2.2% |
| 54 | 380048 | 2.1% |
| 51 | 358793 | 2.0% |
| 55 | 352933 | 2.0% |
| 56 | 339251 | 1.9% |
| 64 | 335988 | 1.9% |
| Other values (156) | 9159025 | |
| (Missing) | 4736804 |
| Value | Count | Frequency (%) |
| -999 | 8408 | |
| 4 | 2 | < 0.1% |
| 6 | 90 | < 0.1% |
| 7 | 339 | < 0.1% |
| 9 | 369 | < 0.1% |
| 10 | 668 | < 0.1% |
| 11 | 858 | < 0.1% |
| 12 | 4265 | |
| 13 | 1288 | < 0.1% |
| 14 | 1497 | < 0.1% |
| Value | Count | Frequency (%) |
| 177 | 6943 | |
| 175 | 83 | < 0.1% |
| 172 | 172 | < 0.1% |
| 171 | 1 | < 0.1% |
| 170 | 835 | < 0.1% |
| 169 | 302 | < 0.1% |
| 168 | 90 | < 0.1% |
| 166 | 359 | < 0.1% |
| 165 | 276 | < 0.1% |
| 164 | 368 | < 0.1% |
NIBP_upper
Real number (ℝ)
High correlation  Missing 
| Distinct | 209 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4766643 |
| Missing (%) | 26.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 111.78728 |
| Minimum | -999 |
|---|---|
| Maximum | 233 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8408 |
| Negative (%) | < 0.1% |
| Memory size | 270.2 MiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | 80 |
| Q1 | 99 |
| median | 110 |
| Q3 | 123 |
| 95-th percentile | 153 |
| Maximum | 233 |
| Range | 1232 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 36.422343 |
|---|---|
| Coefficient of variation (CV) | 0.32581832 |
| Kurtosis | 560.11908 |
| Mean | 111.78728 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -18.162016 |
| Sum | 1.4463178 × 109 |
| Variance | 1326.5871 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 108 | 382044 | 2.2% |
| 105 | 335290 | 1.9% |
| 113 | 325889 | 1.8% |
| 104 | 323265 | 1.8% |
| 110 | 316999 | 1.8% |
| 107 | 313527 | 1.8% |
| 111 | 312695 | 1.8% |
| 109 | 301632 | 1.7% |
| 112 | 295437 | 1.7% |
| 101 | 295163 | 1.7% |
| Other values (199) | 9736184 | |
| (Missing) | 4766643 |
| Value | Count | Frequency (%) |
| -999 | 8408 | |
| 25 | 1001 | < 0.1% |
| 26 | 215 | < 0.1% |
| 27 | 449 | < 0.1% |
| 28 | 10 | < 0.1% |
| 29 | 10 | < 0.1% |
| 30 | 23 | < 0.1% |
| 32 | 339 | < 0.1% |
| 33 | 712 | < 0.1% |
| 34 | 88 | < 0.1% |
| Value | Count | Frequency (%) |
| 233 | 353 | < 0.1% |
| 232 | 195 | < 0.1% |
| 231 | 52 | < 0.1% |
| 230 | 99 | < 0.1% |
| 229 | 395 | < 0.1% |
| 228 | 251 | < 0.1% |
| 227 | 305 | < 0.1% |
| 226 | 693 | < 0.1% |
| 225 | 5519 | |
| 224 | 1050 | < 0.1% |
NIBP_mean
Real number (ℝ)
High correlation  Missing  Skewed 
| Distinct | 183 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 4728537 |
| Missing (%) | 26.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.968258 |
| Minimum | -999 |
|---|---|
| Maximum | 199 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8408 |
| Negative (%) | < 0.1% |
| Memory size | 270.2 MiB |
Quantile statistics
| Minimum | -999 |
|---|---|
| 5-th percentile | 52 |
| Q1 | 65 |
| median | 74 |
| Q3 | 85 |
| 95-th percentile | 110 |
| Maximum | 199 |
| Range | 1198 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 33.276121 |
|---|---|
| Coefficient of variation (CV) | 0.43802664 |
| Kurtosis | 703.50087 |
| Mean | 75.968258 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | -21.571622 |
| Sum | 9.8578166 × 108 |
| Variance | 1107.3002 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 76 | 495820 | 2.8% |
| 74 | 417968 | 2.4% |
| 69 | 375832 | 2.1% |
| 65 | 368736 | 2.1% |
| 63 | 364763 | 2.1% |
| 72 | 353696 | 2.0% |
| 73 | 349841 | 2.0% |
| 71 | 341929 | 1.9% |
| 77 | 341702 | 1.9% |
| 68 | 338250 | 1.9% |
| Other values (173) | 9227694 | |
| (Missing) | 4728537 |
| Value | Count | Frequency (%) |
| -999 | 8408 | |
| 6 | 2 | < 0.1% |
| 9 | 339 | < 0.1% |
| 12 | 449 | < 0.1% |
| 13 | 10 | < 0.1% |
| 14 | 1834 | < 0.1% |
| 15 | 49 | < 0.1% |
| 16 | 1210 | < 0.1% |
| 17 | 352 | < 0.1% |
| 18 | 633 | < 0.1% |
| Value | Count | Frequency (%) |
| 199 | 83 | < 0.1% |
| 198 | 416 | < 0.1% |
| 197 | 315 | < 0.1% |
| 191 | 181 | < 0.1% |
| 190 | 618 | < 0.1% |
| 189 | 395 | < 0.1% |
| 187 | 690 | < 0.1% |
| 186 | 443 | < 0.1% |
| 185 | 12490 | |
| 184 | 189 | < 0.1% |
datetime
Date
Missing 
| Distinct | 7557712 |
|---|---|
| Distinct (%) | 45.1% |
| Missing | 937436 |
| Missing (%) | 5.3% |
| Memory size | 270.2 MiB |
| Minimum | 2022-07-01 02:00:00 |
|---|---|
| Maximum | 2023-06-14 10:01:32 |
monitor_id
Categorical
High correlation 
| Distinct | 36 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 270.2 MiB |
| IMPALA22050004 | |
|---|---|
| IMPALA22060028 | 1042725 |
| IMPALA22050003 | 987151 |
| IMPALA22050005 | 969728 |
| IMPALA22060033 | 924577 |
| Other values (31) |
Length
| Max length | 14 |
|---|---|
| Median length | 14 |
| Mean length | 14 |
| Min length | 14 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | IMPALA22050002 |
|---|---|
| 2nd row | IMPALA22050002 |
| 3rd row | IMPALA22050002 |
| 4th row | IMPALA22050002 |
| 5th row | IMPALA22050002 |
Common Values
| Value | Count | Frequency (%) |
| IMPALA22050004 | 1253088 | 7.1% |
| IMPALA22060028 | 1042725 | 5.9% |
| IMPALA22050003 | 987151 | 5.6% |
| IMPALA22050005 | 969728 | 5.5% |
| IMPALA22060033 | 924577 | 5.2% |
| IMPALA22060020 | 886970 | 5.0% |
| IMPALA22060035 | 869811 | 4.9% |
| IMPALA22060001 | 854888 | 4.8% |
| IMPALA22060026 | 834526 | 4.7% |
| IMPALA22060043 | 746685 | 4.2% |
| Other values (26) | 8334619 |
Length
| Value | Count | Frequency (%) |
| impala22050004 | 1253088 | 7.1% |
| impala22060028 | 1042725 | 5.9% |
| impala22050003 | 987151 | 5.6% |
| impala22050005 | 969728 | 5.5% |
| impala22060033 | 924577 | 5.2% |
| impala22060020 | 886970 | 5.0% |
| impala22060035 | 869811 | 4.9% |
| impala22060001 | 854888 | 4.8% |
| impala22060026 | 834526 | 4.7% |
| impala22060043 | 746685 | 4.2% |
| Other values (26) | 8334619 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 60668347 | |
| 2 | 39567970 | |
| A | 35407608 | |
| M | 17705732 | 7.1% |
| I | 17703804 | 7.1% |
| P | 17703804 | 7.1% |
| L | 17703804 | 7.1% |
| 6 | 15900086 | 6.4% |
| 4 | 7398320 | 3.0% |
| 3 | 6128801 | 2.5% |
| Other values (9) | 11978476 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 247866752 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 60668347 | |
| 2 | 39567970 | |
| A | 35407608 | |
| M | 17705732 | 7.1% |
| I | 17703804 | 7.1% |
| P | 17703804 | 7.1% |
| L | 17703804 | 7.1% |
| 6 | 15900086 | 6.4% |
| 4 | 7398320 | 3.0% |
| 3 | 6128801 | 2.5% |
| Other values (9) | 11978476 | 4.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 247866752 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 60668347 | |
| 2 | 39567970 | |
| A | 35407608 | |
| M | 17705732 | 7.1% |
| I | 17703804 | 7.1% |
| P | 17703804 | 7.1% |
| L | 17703804 | 7.1% |
| 6 | 15900086 | 6.4% |
| 4 | 7398320 | 3.0% |
| 3 | 6128801 | 2.5% |
| Other values (9) | 11978476 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 247866752 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 60668347 | |
| 2 | 39567970 | |
| A | 35407608 | |
| M | 17705732 | 7.1% |
| I | 17703804 | 7.1% |
| P | 17703804 | 7.1% |
| L | 17703804 | 7.1% |
| 6 | 15900086 | 6.4% |
| 4 | 7398320 | 3.0% |
| 3 | 6128801 | 2.5% |
| Other values (9) | 11978476 | 4.8% |
patient_id
Text
Missing 
| Distinct | 772 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 912261 |
| Missing (%) | 5.2% |
| Memory size | 270.2 MiB |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 11 |
| Min length | 11 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | B-S-0479386 |
|---|---|
| 2nd row | B-S-0479386 |
| 3rd row | B-S-0479386 |
| 4th row | B-S-0479386 |
| 5th row | B-S-0479386 |
| Value | Count | Frequency (%) |
| b-s-3584588 | 192408 | 1.1% |
| b-n-6628544 | 185262 | 1.1% |
| b-n-5518534 | 152082 | 0.9% |
| z-h-6309725 | 146497 | 0.9% |
| z-h-6984306 | 134473 | 0.8% |
| b-n-8176705 | 129457 | 0.8% |
| z-h-8676503 | 128954 | 0.8% |
| z-h-2903871 | 128006 | 0.8% |
| b-s-7748628 | 127742 | 0.8% |
| b-n-7429295 | 118020 | 0.7% |
| Other values (762) | 15349606 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 33585014 | |
| 8 | 13502694 | 7.3% |
| 4 | 12413424 | 6.7% |
| 0 | 12159313 | 6.6% |
| 6 | 11806320 | 6.4% |
| 5 | 11797981 | 6.4% |
| 7 | 11794785 | 6.4% |
| 2 | 11713403 | 6.3% |
| 3 | 11562685 | 6.3% |
| 9 | 10819227 | 5.9% |
| Other values (6) | 43562731 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 184717577 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| - | 33585014 | |
| 8 | 13502694 | 7.3% |
| 4 | 12413424 | 6.7% |
| 0 | 12159313 | 6.6% |
| 6 | 11806320 | 6.4% |
| 5 | 11797981 | 6.4% |
| 7 | 11794785 | 6.4% |
| 2 | 11713403 | 6.3% |
| 3 | 11562685 | 6.3% |
| 9 | 10819227 | 5.9% |
| Other values (6) | 43562731 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 184717577 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| - | 33585014 | |
| 8 | 13502694 | 7.3% |
| 4 | 12413424 | 6.7% |
| 0 | 12159313 | 6.6% |
| 6 | 11806320 | 6.4% |
| 5 | 11797981 | 6.4% |
| 7 | 11794785 | 6.4% |
| 2 | 11713403 | 6.3% |
| 3 | 11562685 | 6.3% |
| 9 | 10819227 | 5.9% |
| Other values (6) | 43562731 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 184717577 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| - | 33585014 | |
| 8 | 13502694 | 7.3% |
| 4 | 12413424 | 6.7% |
| 0 | 12159313 | 6.6% |
| 6 | 11806320 | 6.4% |
| 5 | 11797981 | 6.4% |
| 7 | 11794785 | 6.4% |
| 2 | 11713403 | 6.3% |
| 3 | 11562685 | 6.3% |
| 9 | 10819227 | 5.9% |
| Other values (6) | 43562731 |
location
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 270.2 MiB |
| zomba | |
|---|---|
| blantyre |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 6.3524938 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | blantyre |
|---|---|
| 2nd row | blantyre |
| 3rd row | blantyre |
| 4th row | blantyre |
| 5th row | blantyre |
Common Values
| Value | Count | Frequency (%) |
| zomba | 9722905 | |
| blantyre | 7981863 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| zomba | 9722905 | |
| blantyre | 7981863 |
Most occurring characters
| Value | Count | Frequency (%) |
| b | 17704768 | |
| a | 17704768 | |
| z | 9722905 | |
| o | 9722905 | |
| m | 9722905 | |
| l | 7981863 | |
| n | 7981863 | |
| t | 7981863 | |
| y | 7981863 | |
| r | 7981863 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 112469429 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| b | 17704768 | |
| a | 17704768 | |
| z | 9722905 | |
| o | 9722905 | |
| m | 9722905 | |
| l | 7981863 | |
| n | 7981863 | |
| t | 7981863 | |
| y | 7981863 | |
| r | 7981863 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 112469429 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| b | 17704768 | |
| a | 17704768 | |
| z | 9722905 | |
| o | 9722905 | |
| m | 9722905 | |
| l | 7981863 | |
| n | 7981863 | |
| t | 7981863 | |
| y | 7981863 | |
| r | 7981863 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 112469429 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| b | 17704768 | |
| a | 17704768 | |
| z | 9722905 | |
| o | 9722905 | |
| m | 9722905 | |
| l | 7981863 | |
| n | 7981863 | |
| t | 7981863 | |
| y | 7981863 | |
| r | 7981863 |
Interactions
Correlations
| ECGHR | ECGRR | NIBP_lower | NIBP_mean | NIBP_upper | PI | SPO2 | SPO2HR | location | monitor_id | |
|---|---|---|---|---|---|---|---|---|---|---|
| ECGHR | 1.000 | 0.324 | 0.036 | 0.042 | 0.035 | -0.121 | -0.100 | 0.857 | 0.024 | 0.102 |
| ECGRR | 0.324 | 1.000 | 0.006 | 0.008 | 0.006 | -0.097 | -0.157 | 0.319 | 0.004 | 0.049 |
| NIBP_lower | 0.036 | 0.006 | 1.000 | 0.910 | 0.716 | -0.055 | 0.007 | 0.045 | 0.094 | 0.163 |
| NIBP_mean | 0.042 | 0.008 | 0.910 | 1.000 | 0.827 | -0.035 | -0.004 | 0.053 | 0.054 | 0.166 |
| NIBP_upper | 0.035 | 0.006 | 0.716 | 0.827 | 1.000 | -0.021 | -0.012 | 0.065 | 0.070 | 0.182 |
| PI | -0.121 | -0.097 | -0.055 | -0.035 | -0.021 | 1.000 | 0.047 | -0.151 | 0.062 | 0.083 |
| SPO2 | -0.100 | -0.157 | 0.007 | -0.004 | -0.012 | 0.047 | 1.000 | -0.064 | 0.013 | 0.054 |
| SPO2HR | 0.857 | 0.319 | 0.045 | 0.053 | 0.065 | -0.151 | -0.064 | 1.000 | 0.025 | 0.080 |
| location | 0.024 | 0.004 | 0.094 | 0.054 | 0.070 | 0.062 | 0.013 | 0.025 | 1.000 | 1.000 |
| monitor_id | 0.102 | 0.049 | 0.163 | 0.166 | 0.182 | 0.083 | 0.054 | 0.080 | 1.000 | 1.000 |